Flair 2.0 - Named Entity Recognition Models
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New state-of-the-art NER models for Flair! Commercial licencing available. • 1 item • Updated • 1
Stefan Schweter PRO
stefan-it
AI & ML interests
Flair Library 💕, NER & PoS Tagging, LM Pretraining (mostly encoder-only & encoder-decoder), Historical Language Models, German Language Models, Bavarian NLP 🥨, xLSTM
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tokenizers v1: encode, decode and scaling, measured
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🇹🇷 One of our small Turkish models quietly reached **500+ monthly downloads** on Hugging Face.
**Werea-TR-TextRestore — only 300M parameters.**
Its job is simple:
→
A lightweight model for restoring Turkish text:
• diacritics
• punctuation
• casing
• corrupted text
**96.5% word accuracy** on real Turkish news sentences.
And it runs without sending your text to a cloud API.
🤗 Try the model:
Werea-co/Werea-TR-TextRestore
🇹🇷 Built in Türkiye. Open source.
If you're working on Turkish NLP, I'd love to hear what we should build next.
#TurkishNLP #HuggingFace #OpenSourceAI #NLP
**Werea-TR-TextRestore — only 300M parameters.**
Its job is simple:
istanbulda hava cok guzel→
İstanbul'da hava çok güzel.A lightweight model for restoring Turkish text:
• diacritics
• punctuation
• casing
• corrupted text
**96.5% word accuracy** on real Turkish news sentences.
And it runs without sending your text to a cloud API.
🤗 Try the model:
Werea-co/Werea-TR-TextRestore
🇹🇷 Built in Türkiye. Open source.
If you're working on Turkish NLP, I'd love to hear what we should build next.
#TurkishNLP #HuggingFace #OpenSourceAI #NLP
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